Shipeng Li

Group $K$-Means

2015 · arXiv (Cornell University)

We study how to learn multiple dictionaries from a dataset, and approximate any data point by the sum of the codewords each chosen from the corresponding dictionary. Although theoretically low approximation errors can be achieved …